{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "\n",
    "<p align=\"center\">\n",
    "    <img src=\"https://github.com/GeostatsGuy/GeostatsPy/blob/master/TCG_color_logo.png?raw=true\" width=\"220\" height=\"240\" />\n",
    "\n",
    "</p>\n",
    "\n",
    "### Sequential Colocated Cokriging Gaussian Simulation for Geostatistical Cosimulated Realizations \n",
    "\n",
    "#### Michael Pyrcz, Associate Professor, University of Texas at Austin \n",
    "\n",
    "##### [Twitter](https://twitter.com/geostatsguy) | [GitHub](https://github.com/GeostatsGuy) | [Website](http://michaelpyrcz.com) | [GoogleScholar](https://scholar.google.com/citations?user=QVZ20eQAAAAJ&hl=en&oi=ao) | [Book](https://www.amazon.com/Geostatistical-Reservoir-Modeling-Michael-Pyrcz/dp/0199731446) | [YouTube](https://www.youtube.com/channel/UCLqEr-xV-ceHdXXXrTId5ig)  | [LinkedIn](https://www.linkedin.com/in/michael-pyrcz-61a648a1)\n",
    "\n",
    "Here's a simple workflow for spatial cosimulation with sequential Gaussian simulation. This step is critical for:\n",
    "\n",
    "1. Prediction away from wells, e.g. pre-drill assessments, with uncertainty \n",
    "2. Spatial uncertainty modeling.\n",
    "3. Heterogeneity realizations ready for application to the transfer function.\n",
    "4. Integrating bivariate relationships with a previously simulated feature\n",
    "\n",
    "First let's explain the concept of spatial simulation.\n",
    "\n",
    "#### Spatial Simulation\n",
    "\n",
    "For more information see this lecture on geostatistical simulation and sequential Gaussian simulation.\n",
    "\n",
    "* [Simulation](https://www.youtube.com/watch?v=3cLqK3lR56Y&list=PLG19vXLQHvSB-D4XKYieEku9GQMQyAzjJ&index=45)\n",
    "\n",
    "and this lecture on geostatistical cosimulation. \n",
    "\n",
    "* [Cosimulation](https://youtu.be/mvxE0dAT38c)\n",
    "\n",
    "#### Getting Started\n",
    "\n",
    "Here's the steps to get setup in Python with the GeostatsPy package:\n",
    "\n",
    "1. Install Anaconda 3 on your machine (https://www.anaconda.com/download/). \n",
    "2. From Anaconda Navigator (within Anaconda3 group), go to the environment tab, click on base (root) green arrow and open a terminal. \n",
    "3. In the terminal type: pip install geostatspy. \n",
    "4. Open Jupyter and in the top block get started by copy and pasting the code block below from this Jupyter Notebook to start using the geostatspy functionality. \n",
    "\n",
    "You will need to copy the data file to your working directory.  They are available here:\n",
    "\n",
    "* Tabular data - sample_data_MV_biased.csv available at https://git.io/fhgu0.\n",
    "\n",
    "There are exampled below with these functions. You can go here to see a list of the available functions, https://git.io/fh4eX, other example workflows and source code. \n",
    "\n",
    "If you get a package import error, you may have to first install some of these packages. This can usually be accomplished by opening up a command window on Windows and then typing 'python -m pip install [package-name]'. More assistance is available with the respective package docs.  \n",
    "\n",
    "#### Load the Required Libraries\n",
    "\n",
    "The following code loads the required libraries including my GeostatsPy package."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import geostatspy.geostats as geostats\n",
    "import geostatspy.GSLIB as GSLIB"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We will also need some standard packages. These should have been installed with Anaconda 3."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "metadata": {},
   "outputs": [],
   "source": [
    "import os                                                 # to set current working directory \n",
    "import numpy as np                                        # arrays and matrix math\n",
    "import pandas as pd                                       # DataFrames\n",
    "import matplotlib.pyplot as plt                           # plotting\n",
    "cmap = plt.cm.inferno                                     # set color map\n",
    "plt.rc('axes', axisbelow=True)                            # plot all grids below the plot elements"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "If you get a package import error, you may have to first install some of these packages. This can usually be accomplished by opening up a command window on Windows and then typing 'python -m pip install [package-name]'. More assistance is available with the respective package docs.  \n",
    "\n",
    "#### Set the working directory\n",
    "\n",
    "I always like to do this so I don't lose files and to simplify subsequent read and writes (avoid including the full address each time).  Also, in this case make sure to place the required (see above) GSLIB executables in this directory or a location identified in the environmental variable *Path*."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "#os.chdir(\"c:/PGE383\")                                     # set the working directory"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Loading Tabular Data\n",
    "\n",
    "Here's the command to load our comma delimited data file in to a Pandas' DataFrame object. We will also extract a limited sample to reduce data density. This way we can observe more of the heterogeneity from the simulation with the spatial continuity model, rather than mostly data driven heterogeneity."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/html": [
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       "    }\n",
       "\n",
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       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>X</th>\n",
       "      <th>Y</th>\n",
       "      <th>Facies</th>\n",
       "      <th>Porosity</th>\n",
       "      <th>Perm</th>\n",
       "      <th>AI</th>\n",
       "      <th>logPerm</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>230.0</td>\n",
       "      <td>859.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.154095</td>\n",
       "      <td>103.851187</td>\n",
       "      <td>3945.018935</td>\n",
       "      <td>4.642959</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>970.0</td>\n",
       "      <td>509.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.099944</td>\n",
       "      <td>2.740796</td>\n",
       "      <td>6399.464496</td>\n",
       "      <td>1.008248</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>370.0</td>\n",
       "      <td>449.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.139848</td>\n",
       "      <td>82.991877</td>\n",
       "      <td>4727.305881</td>\n",
       "      <td>4.418743</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>400.0</td>\n",
       "      <td>900.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.158800</td>\n",
       "      <td>174.258300</td>\n",
       "      <td>4101.371674</td>\n",
       "      <td>5.160539</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>80.0</td>\n",
       "      <td>339.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.097085</td>\n",
       "      <td>1.157147</td>\n",
       "      <td>5861.952750</td>\n",
       "      <td>0.145957</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       X      Y  Facies  Porosity        Perm           AI   logPerm\n",
       "0  230.0  859.0     1.0  0.154095  103.851187  3945.018935  4.642959\n",
       "1  970.0  509.0     0.0  0.099944    2.740796  6399.464496  1.008248\n",
       "2  370.0  449.0     1.0  0.139848   82.991877  4727.305881  4.418743\n",
       "3  400.0  900.0     1.0  0.158800  174.258300  4101.371674  5.160539\n",
       "4   80.0  339.0     1.0  0.097085    1.157147  5861.952750  0.145957"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#df = pd.read_csv(\"sample_data_MV_biased.csv\")             # read a .csv file in as a DataFrame\n",
    "df = pd.read_csv(r\"https://raw.githubusercontent.com/GeostatsGuy/GeoDataSets/master/sample_data_MV_biased.csv\") # from Dr. Pyrcz's GitHub repo\n",
    "df = df.sample(50)                                        # extract 50 samples\n",
    "df = df.reset_index()                                     # reset the record index \n",
    "df = df.drop(['index','Unnamed: 0'],axis=1)               # remove extra columns in DataFrame\n",
    "df['logPerm'] = np.log(df['Perm'].values)                 # calculate the log of permeability\n",
    "df.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let's check the summary statistics to set the plotting minimum and maximum values."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
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       "\n",
       "    .dataframe tbody tr th {\n",
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       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>count</th>\n",
       "      <th>mean</th>\n",
       "      <th>std</th>\n",
       "      <th>min</th>\n",
       "      <th>25%</th>\n",
       "      <th>50%</th>\n",
       "      <th>75%</th>\n",
       "      <th>max</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>X</th>\n",
       "      <td>50.0</td>\n",
       "      <td>528.000000</td>\n",
       "      <td>302.580736</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>272.500000</td>\n",
       "      <td>510.000000</td>\n",
       "      <td>822.500000</td>\n",
       "      <td>970.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Y</th>\n",
       "      <td>50.0</td>\n",
       "      <td>532.280000</td>\n",
       "      <td>263.053346</td>\n",
       "      <td>79.000000</td>\n",
       "      <td>281.500000</td>\n",
       "      <td>534.000000</td>\n",
       "      <td>789.000000</td>\n",
       "      <td>939.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Facies</th>\n",
       "      <td>50.0</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.494872</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Porosity</th>\n",
       "      <td>50.0</td>\n",
       "      <td>0.126421</td>\n",
       "      <td>0.030248</td>\n",
       "      <td>0.069584</td>\n",
       "      <td>0.102150</td>\n",
       "      <td>0.130504</td>\n",
       "      <td>0.151770</td>\n",
       "      <td>0.182676</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Perm</th>\n",
       "      <td>50.0</td>\n",
       "      <td>62.003476</td>\n",
       "      <td>150.624744</td>\n",
       "      <td>0.300430</td>\n",
       "      <td>1.759611</td>\n",
       "      <td>12.307773</td>\n",
       "      <td>52.273043</td>\n",
       "      <td>931.189014</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>AI</th>\n",
       "      <td>50.0</td>\n",
       "      <td>4974.005032</td>\n",
       "      <td>1075.650284</td>\n",
       "      <td>2914.857130</td>\n",
       "      <td>4189.299819</td>\n",
       "      <td>4722.574276</td>\n",
       "      <td>5630.820527</td>\n",
       "      <td>7561.250336</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>logPerm</th>\n",
       "      <td>50.0</td>\n",
       "      <td>2.326717</td>\n",
       "      <td>2.085197</td>\n",
       "      <td>-1.202542</td>\n",
       "      <td>0.565066</td>\n",
       "      <td>2.509127</td>\n",
       "      <td>3.956481</td>\n",
       "      <td>6.836462</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "          count         mean          std          min          25%  \\\n",
       "X          50.0   528.000000   302.580736     0.000000   272.500000   \n",
       "Y          50.0   532.280000   263.053346    79.000000   281.500000   \n",
       "Facies     50.0     0.600000     0.494872     0.000000     0.000000   \n",
       "Porosity   50.0     0.126421     0.030248     0.069584     0.102150   \n",
       "Perm       50.0    62.003476   150.624744     0.300430     1.759611   \n",
       "AI         50.0  4974.005032  1075.650284  2914.857130  4189.299819   \n",
       "logPerm    50.0     2.326717     2.085197    -1.202542     0.565066   \n",
       "\n",
       "                  50%          75%          max  \n",
       "X          510.000000   822.500000   970.000000  \n",
       "Y          534.000000   789.000000   939.000000  \n",
       "Facies       1.000000     1.000000     1.000000  \n",
       "Porosity     0.130504     0.151770     0.182676  \n",
       "Perm        12.307773    52.273043   931.189014  \n",
       "AI        4722.574276  5630.820527  7561.250336  \n",
       "logPerm      2.509127     3.956481     6.836462  "
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.describe().transpose()                                 # summary statistics "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now we can set these values for plotting:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "metadata": {},
   "outputs": [],
   "source": [
    "xmin = 0.0; xmax = 1000.0\n",
    "ymin = 0.0; ymax = 1000.0\n",
    "pormin = 0.0; pormax = 0.22\n",
    "permmin = 0.0; permmax = 1500.0; logpermmin = -2; logpermmax = 8"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let's look at the data before we simulate. Note, we visualize permeability with a natural log transform to improve interpretation, but all of our workflow steps are conducted in the regular feature space."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 61,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 5 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.subplot(131)                                          # plot the results\n",
    "GSLIB.locmap_st(df,'X','Y','Porosity',xmin,xmax,ymin,ymax,pormin,pormax,'Location Map - Porosity','X(m)','Y(m)','Porosity (fraction)',cmap)\n",
    "plt.grid()\n",
    "\n",
    "plt.subplot(132)\n",
    "GSLIB.locmap_st(df,'X','Y','logPerm',xmin,xmax,ymin,ymax,logpermmin,logpermmax,'Location Map - Log(Permeability)','X(m)','Y(m)','Log Permeability (log(mD))',cmap)\n",
    "plt.grid()\n",
    "\n",
    "plt.subplot(133)\n",
    "plt.scatter(df['Porosity'].values,df['logPerm'].values,color='black',alpha=0.5)\n",
    "plt.xlabel('Porosity (fraction)'); plt.ylabel('Log Permeability (log(mD))');plt.title('Log Permeability vs. Porosity')\n",
    "plt.xlim([pormin,pormax]); plt.ylim([logpermmin,logpermmax]); plt.grid()\n",
    "\n",
    "plt.subplots_adjust(left=0.0, bottom=0.0, right=3.0, top=1.1, wspace=0.2, hspace=0.2); plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Independent Sequential Gaussian Simulation of Two Variables\n",
    "\n",
    "Let's jump right to building two independent simulations and visualizing the results. \n",
    "\n",
    "* independently simulate porosity and permability \n",
    "* check the porosity an permeability relationship, the scatter plot.\n",
    "\n",
    "Note we have already demonstrated univariate simulation checks for:\n",
    "\n",
    "* data reproduction at data locations\n",
    "* histogram reproduction \n",
    "* variogram reproduction\n",
    "\n",
    "in this work flow [kriging vs. simulation](https://github.com/GeostatsGuy/PythonNumericalDemos/blob/master/GeostatsPy_kriging_vs_simulation.ipynb)\n",
    "\n",
    "So we won't repeat that here. Also we will just assume reasonable variogram models for demonstration brevity."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      " Data for SGSIM: Number of acceptable data     = 50\n",
      "                 Number trimmed                = 0\n",
      "                 Weighted Average              = 0.1264\n",
      "                 Weighted Variance             = 0.0009\n",
      "                 Weighted Transformed Average  = 0.0034\n",
      "                 Weighted Transformed Variance = 0.9855\n",
      "Setting up rotation matrices for variogram and search\n",
      "Working on realization number 0\n",
      "   currently on node 0\n",
      "   currently on node 1000\n",
      "   currently on node 2000\n",
      "   currently on node 3000\n",
      "   currently on node 4000\n",
      "   currently on node 5000\n",
      "   currently on node 6000\n",
      "   currently on node 7000\n",
      "   currently on node 8000\n",
      "   currently on node 9000\n",
      "Reassigning data to nodes\n",
      "\n",
      " Realization 0: number   = 10000\n",
      "                                   mean     = -0.0547 (close to 0.0?)\n",
      "                                   variance = 0.9946 (close to gammabar(V,V)? approx. 1.0)\n",
      "\n",
      " Data for SGSIM: Number of acceptable data     = 50\n",
      "                 Number trimmed                = 0\n",
      "                 Weighted Average              = 62.0035\n",
      "                 Weighted Variance             = 22234.0571\n",
      "                 Weighted Transformed Average  = 0.0012\n",
      "                 Weighted Transformed Variance = 0.9765\n",
      "Setting up rotation matrices for variogram and search\n",
      "Working on realization number 0\n",
      "   currently on node 0\n",
      "   currently on node 1000\n",
      "   currently on node 2000\n",
      "   currently on node 3000\n",
      "   currently on node 4000\n",
      "   currently on node 5000\n",
      "   currently on node 6000\n",
      "   currently on node 7000\n",
      "   currently on node 8000\n",
      "   currently on node 9000\n",
      "Reassigning data to nodes\n",
      "\n",
      " Realization 0: number   = 10000\n",
      "                                   mean     = -0.0631 (close to 0.0?)\n",
      "                                   variance = 0.8659 (close to gammabar(V,V)? approx. 1.0)\n"
     ]
    }
   ],
   "source": [
    "# Simple Kriging vs. Ordinary Kriging\n",
    "nx = 100; ny = 100; xsiz = 10.0; ysiz = 10.0; xmn = 5.0; ymn = 5.0; nxdis = 1; nydis = 1; seed = 73073\n",
    "ndmin = 0; ndmax = 10; radius = 500; skmean = 0\n",
    "por_vario = GSLIB.make_variogram(nug=0.0,nst=1,it1=1,cc1=1.0,azi1=90.0,hmaj1=300,hmin1=300)\n",
    "perm_vario = GSLIB.make_variogram(nug=0.0,nst=1,it1=1,cc1=1.0,azi1=90.0,hmaj1=300,hmin1=300)\n",
    "tmin = -999; tmax = 999\n",
    "\n",
    "sim_por = geostats.sgsim(df,'X','Y','Porosity',wcol=-1,scol=-1,tmin=tmin,tmax=tmax,itrans=1,ismooth=0,dftrans=0,tcol=0,\n",
    "            twtcol=0,zmin=pormin,zmax=pormax,ltail=1,ltpar=0.0,utail=1,utpar=0.3,nsim=1,\n",
    "            nx=nx,xmn=xmn,xsiz=xsiz,ny=ny,ymn=ymn,ysiz=ysiz,seed=seed,\n",
    "            ndmin=ndmin,ndmax=ndmax,nodmax=10,mults=0,nmult=2,noct=-1,radius=radius,radius1=1,sang1=0,\n",
    "            mxctx=10,mxcty=10,ktype=0,colocorr=0.0,sec_map=0,vario=por_vario)\n",
    "\n",
    "sim_perm = geostats.sgsim(df,'X','Y','Perm',wcol=-1,scol=-1,tmin=tmin,tmax=tmax,itrans=1,ismooth=0,dftrans=0,tcol=0,\n",
    "            twtcol=0,zmin=permmin,zmax=permmax,ltail=1,ltpar=0.0,utail=1,utpar=0.3,nsim=1,\n",
    "            nx=nx,xmn=xmn,xsiz=xsiz,ny=ny,ymn=ymn,ysiz=ysiz,seed=seed+1,\n",
    "            ndmin=ndmin,ndmax=ndmax,nodmax=10,mults=0,nmult=2,noct=-1,radius=radius,radius1=1,sang1=0,\n",
    "            mxctx=10,mxcty=10,ktype=0,colocorr=0.0,sec_map=0,vario=por_vario)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 66,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 5 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.subplot(131)                                          # plot the results\n",
    "GSLIB.locpix_st(sim_por,xmin,xmax,ymin,ymax,xsiz,pormin,pormax,df,'X','Y','Porosity','Independent Simulation - Porosity','X(m)','Y(m)','Porosity',cmap)\n",
    "\n",
    "plt.subplot(132)\n",
    "GSLIB.locpix_st(np.log(sim_perm),xmin,xmax,ymin,ymax,xsiz,logpermmin,logpermmax,df,'X','Y','logPerm','Independent Simulation - Permeability','X(m)','Y(m)','Log(Perm)',cmap)\n",
    "\n",
    "plt.subplot(133)\n",
    "plt.scatter(sim_por.flatten(),np.log(sim_perm).flatten(),color='black',alpha=0.01,zorder=1)\n",
    "plt.scatter(df['Porosity'].values,df['logPerm'].values,color='black',alpha=1.0,zorder=100)\n",
    "plt.xlabel('Porosity (fraction)'); plt.ylabel('Log Permeability (log(mD))');plt.title('Log Permeability vs. Porosity')\n",
    "plt.xlim([pormin,pormax]); plt.ylim([logpermmin,logpermmax])\n",
    "\n",
    "plt.subplots_adjust(left=0.0, bottom=0.0, right=3.0, top=1.1, wspace=0.2, hspace=0.2); plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 69,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.hist(sim_por.flatten(),bins=100)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 71,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.hist(df['Porosity'],bins=10)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Exploring Geometric Anisotropy\n",
    "\n",
    "Le'ts look at 4 realizations of porosity all with short range isotropic variograms."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      " Data for SGSIM: Number of acceptable data     = 50\n",
      "                 Number trimmed                = 0\n",
      "                 Weighted Average              = 0.1242\n",
      "                 Weighted Variance             = 0.0008\n",
      "                 Weighted Transformed Average  = 0.0\n",
      "                 Weighted Transformed Variance = 0.9749\n",
      "Setting up rotation matrices for variogram and search\n",
      "Working on realization number 0\n",
      "   currently on node 0\n",
      "   currently on node 1000\n",
      "   currently on node 2000\n",
      "   currently on node 3000\n",
      "   currently on node 4000\n",
      "   currently on node 5000\n",
      "   currently on node 6000\n",
      "   currently on node 7000\n",
      "   currently on node 8000\n",
      "   currently on node 9000\n",
      "Reassigning data to nodes\n",
      "\n",
      " Realization 0: number   = 10000\n",
      "                                   mean     = -0.006 (close to 0.0?)\n",
      "                                   variance = 0.8354 (close to gammabar(V,V)? approx. 1.0)\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Strongly Anisotropic Realization\n",
    "nx = 100; ny = 100; xsiz = 10.0; ysiz = 10.0; xmn = 5.0; ymn = 5.0; nxdis = 1; nydis = 1\n",
    "ndmin = 0; ndmax = 10; radius = 200; ktype = 0; skmean = 0\n",
    "vario = GSLIB.make_variogram(nug=0.0,nst=1,it1=1,cc1=1.0,azi1=60.0,hmaj1=200,hmin1=50)\n",
    "tmin = -999; tmax = 999\n",
    "\n",
    "sim_anis = geostats.sgsim(df,'X','Y','Porosity',wcol=-1,scol=-1,tmin=tmin,tmax=tmax,itrans=1,ismooth=0,dftrans=0,tcol=0,\n",
    "            twtcol=0,zmin=0.0,zmax=0.3,ltail=1,ltpar=0.0,utail=1,utpar=0.3,nsim=1,\n",
    "            nx=nx,xmn=xmn,xsiz=xsiz,ny=ny,ymn=ymn,ysiz=ysiz,seed=73072,\n",
    "            ndmin=ndmin,ndmax=ndmax,nodmax=10,mults=0,nmult=2,noct=-1,radius=radius,radius1=1,sang1=0,\n",
    "            mxctx=10,mxcty=10,ktype=ktype,colocorr=0.0,sec_map=0,vario=vario)\n",
    "\n",
    "xmin = 0.0; xmax = 1000.0; ymin = 0.0; ymax = 1000.0; cmap = plt.cm.inferno\n",
    "plt.subplot(221)\n",
    "GSLIB.locpix_st(sim_anis,xmin,xmax,ymin,ymax,xsiz,0.0,0.30,df,'X','Y','Porosity','Sequential Gaussian Simulation - Realization 1','X(m)','Y(m)','Porosity',cmap)\n",
    "\n",
    "plt.subplots_adjust(left=0.0, bottom=0.0, right=2.0, top=2.5, wspace=0.2, hspace=0.2)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Exploring Multiple Realizations\n",
    "\n",
    "Let's look at 4 realizations of porosity all with short range isotropic variograms."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      " Data for SGSIM: Number of acceptable data     = 50\n",
      "                 Number trimmed                = 0\n",
      "                 Weighted Average              = 0.1242\n",
      "                 Weighted Variance             = 0.0008\n",
      "                 Weighted Transformed Average  = 0.0\n",
      "                 Weighted Transformed Variance = 0.9749\n",
      "Setting up rotation matrices for variogram and search\n",
      "Working on realization number 0\n",
      "   currently on node 0\n",
      "   currently on node 1000\n",
      "   currently on node 2000\n",
      "   currently on node 3000\n",
      "   currently on node 4000\n",
      "   currently on node 5000\n",
      "   currently on node 6000\n",
      "   currently on node 7000\n",
      "   currently on node 8000\n",
      "   currently on node 9000\n",
      "Reassigning data to nodes\n",
      "\n",
      " Realization 0: number   = 10000\n",
      "                                   mean     = -0.0425 (close to 0.0?)\n",
      "                                   variance = 0.7118 (close to gammabar(V,V)? approx. 1.0)\n",
      "\n",
      " Data for SGSIM: Number of acceptable data     = 50\n",
      "                 Number trimmed                = 0\n",
      "                 Weighted Average              = 0.1242\n",
      "                 Weighted Variance             = 0.0008\n",
      "                 Weighted Transformed Average  = 0.0\n",
      "                 Weighted Transformed Variance = 0.9749\n",
      "Setting up rotation matrices for variogram and search\n",
      "Working on realization number 0\n",
      "   currently on node 0\n",
      "   currently on node 1000\n",
      "   currently on node 2000\n",
      "   currently on node 3000\n",
      "   currently on node 4000\n",
      "   currently on node 5000\n",
      "   currently on node 6000\n",
      "   currently on node 7000\n",
      "   currently on node 8000\n",
      "   currently on node 9000\n",
      "Reassigning data to nodes\n",
      "\n",
      " Realization 0: number   = 10000\n",
      "                                   mean     = -0.0189 (close to 0.0?)\n",
      "                                   variance = 0.5901 (close to gammabar(V,V)? approx. 1.0)\n",
      "\n",
      " Data for SGSIM: Number of acceptable data     = 50\n",
      "                 Number trimmed                = 0\n",
      "                 Weighted Average              = 0.1242\n",
      "                 Weighted Variance             = 0.0008\n",
      "                 Weighted Transformed Average  = 0.0\n",
      "                 Weighted Transformed Variance = 0.9749\n",
      "Setting up rotation matrices for variogram and search\n",
      "Working on realization number 0\n",
      "   currently on node 0\n",
      "   currently on node 1000\n",
      "   currently on node 2000\n",
      "   currently on node 3000\n",
      "   currently on node 4000\n",
      "   currently on node 5000\n",
      "   currently on node 6000\n",
      "   currently on node 7000\n",
      "   currently on node 8000\n",
      "   currently on node 9000\n",
      "Reassigning data to nodes\n",
      "\n",
      " Realization 0: number   = 10000\n",
      "                                   mean     = 0.0762 (close to 0.0?)\n",
      "                                   variance = 0.6872 (close to gammabar(V,V)? approx. 1.0)\n",
      "\n",
      " Data for SGSIM: Number of acceptable data     = 50\n",
      "                 Number trimmed                = 0\n",
      "                 Weighted Average              = 0.1242\n",
      "                 Weighted Variance             = 0.0008\n",
      "                 Weighted Transformed Average  = 0.0\n",
      "                 Weighted Transformed Variance = 0.9749\n",
      "Setting up rotation matrices for variogram and search\n",
      "Working on realization number 0\n",
      "   currently on node 0\n",
      "   currently on node 1000\n",
      "   currently on node 2000\n",
      "   currently on node 3000\n",
      "   currently on node 4000\n",
      "   currently on node 5000\n",
      "   currently on node 6000\n",
      "   currently on node 7000\n",
      "   currently on node 8000\n",
      "   currently on node 9000\n",
      "Reassigning data to nodes\n",
      "\n",
      " Realization 0: number   = 10000\n",
      "                                   mean     = 0.0213 (close to 0.0?)\n",
      "                                   variance = 0.6288 (close to gammabar(V,V)? approx. 1.0)\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 8 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Demonstration of Multiple Realizations - Short Continuity\n",
    "nx = 100; ny = 100; xsiz = 10.0; ysiz = 10.0; xmn = 5.0; ymn = 5.0; nxdis = 1; nydis = 1\n",
    "ndmin = 0; ndmax = 10; radius = 300; ktype = 0; skmean = 0\n",
    "vario = GSLIB.make_variogram(nug=0.0,nst=1,it1=1,cc1=1.0,azi1=60.0,hmaj1=300,hmin1=300)\n",
    "tmin = -999; tmax = 999\n",
    "\n",
    "sim = geostats.sgsim(df,'X','Y','Porosity',wcol=-1,scol=-1,tmin=tmin,tmax=tmax,itrans=1,ismooth=0,dftrans=0,tcol=0,\n",
    "            twtcol=0,zmin=0.0,zmax=0.3,ltail=1,ltpar=0.0,utail=1,utpar=0.3,nsim=1,\n",
    "            nx=nx,xmn=xmn,xsiz=xsiz,ny=ny,ymn=ymn,ysiz=ysiz,seed=73075,\n",
    "            ndmin=ndmin,ndmax=ndmax,nodmax=20,mults=0,nmult=2,noct=-1,radius=radius,radius1=1,sang1=0,\n",
    "            mxctx=10,mxcty=10,ktype=ktype,colocorr=0.0,sec_map=0,vario=vario)\n",
    "\n",
    "sim2 = geostats.sgsim(df,'X','Y','Porosity',wcol=-1,scol=-1,tmin=tmin,tmax=tmax,itrans=1,ismooth=0,dftrans=0,tcol=0,\n",
    "            twtcol=0,zmin=0.0,zmax=0.3,ltail=1,ltpar=0.0,utail=1,utpar=0.3,nsim=1,\n",
    "            nx=nx,xmn=xmn,xsiz=xsiz,ny=ny,ymn=ymn,ysiz=ysiz,seed=73074,\n",
    "            ndmin=ndmin,ndmax=ndmax,nodmax=20,mults=0,nmult=2,noct=-1,radius=radius,radius1=1,sang1=0,\n",
    "            mxctx=10,mxcty=10,ktype=ktype,colocorr=0.0,sec_map=0,vario=vario)\n",
    "\n",
    "sim3 = geostats.sgsim(df,'X','Y','Porosity',wcol=-1,scol=-1,tmin=tmin,tmax=tmax,itrans=1,ismooth=0,dftrans=0,tcol=0,\n",
    "            twtcol=0,zmin=0.0,zmax=0.3,ltail=1,ltpar=0.0,utail=1,utpar=0.3,nsim=1,\n",
    "            nx=nx,xmn=xmn,xsiz=xsiz,ny=ny,ymn=ymn,ysiz=ysiz,seed=73071,\n",
    "            ndmin=ndmin,ndmax=ndmax,nodmax=20,mults=0,nmult=2,noct=-1,radius=radius,radius1=1,sang1=0,\n",
    "            mxctx=10,mxcty=10,ktype=ktype,colocorr=0.0,sec_map=0,vario=vario)\n",
    "\n",
    "sim4 = geostats.sgsim(df,'X','Y','Porosity',wcol=-1,scol=-1,tmin=tmin,tmax=tmax,itrans=1,ismooth=0,dftrans=0,tcol=0,\n",
    "            twtcol=0,zmin=0.0,zmax=0.3,ltail=1,ltpar=0.0,utail=1,utpar=0.3,nsim=1,\n",
    "            nx=nx,xmn=xmn,xsiz=xsiz,ny=ny,ymn=ymn,ysiz=ysiz,seed=73070,\n",
    "            ndmin=ndmin,ndmax=ndmax,nodmax=20,mults=0,nmult=2,noct=-1,radius=radius,radius1=1,sang1=0,\n",
    "            mxctx=10,mxcty=10,ktype=ktype,colocorr=0.0,sec_map=0,vario=vario)\n",
    "\n",
    "xmin = 0.0; xmax = 1000.0; ymin = 0.0; ymax = 1000.0; cmap = plt.cm.inferno\n",
    "plt.subplot(221)\n",
    "GSLIB.locpix_st(sim,xmin,xmax,ymin,ymax,xsiz,0.05,0.25,df,'X','Y','Porosity','Sequential Gaussian Simulation - Realization 1','X(m)','Y(m)','Porosity',cmap)\n",
    "\n",
    "plt.subplot(222)\n",
    "GSLIB.locpix_st(sim2,xmin,xmax,ymin,ymax,xsiz,0.05,0.25,df,'X','Y','Porosity','Sequential Gaussian Simulation - Realization 2','X(m)','Y(m)','Porosity',cmap)\n",
    "\n",
    "plt.subplot(223)\n",
    "GSLIB.locpix_st(sim3,xmin,xmax,ymin,ymax,xsiz,0.05,0.25,df,'X','Y','Porosity','Sequential Gaussian Simulation - Realization 3','X(m)','Y(m)','Porosity',cmap)\n",
    "\n",
    "plt.subplot(224)\n",
    "GSLIB.locpix_st(sim4,xmin,xmax,ymin,ymax,xsiz,0.05,0.25,df,'X','Y','Porosity','Sequential Gaussian Simulation - Realization 4','X(m)','Y(m)','Porosity',cmap)\n",
    "\n",
    "plt.subplots_adjust(left=0.0, bottom=0.0, right=2.0, top=2.5, wspace=0.2, hspace=0.2)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let's look at 4 realizations of porosity all with long range isotropic variograms."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      " Data for SGSIM: Number of acceptable data     = 50\n",
      "                 Number trimmed                = 0\n",
      "                 Weighted Average              = 0.1246\n",
      "                 Weighted Variance             = 0.0011\n",
      "                 Weighted Transformed Average  = 0.0\n",
      "                 Weighted Transformed Variance = 0.9749\n",
      "Setting up rotation matrices for variogram and search\n",
      "Working on realization number 0\n",
      "   currently on node 0\n",
      "   currently on node 1000\n",
      "   currently on node 2000\n",
      "   currently on node 3000\n",
      "   currently on node 4000\n",
      "   currently on node 5000\n",
      "   currently on node 6000\n",
      "   currently on node 7000\n",
      "   currently on node 8000\n",
      "   currently on node 9000\n",
      "Reassigning data to nodes\n",
      "\n",
      " Realization 0: number   = 10000\n",
      "                                   mean     = 0.0264 (close to 0.0?)\n",
      "                                   variance = 0.6057 (close to gammabar(V,V)? approx. 1.0)\n",
      "\n",
      " Data for SGSIM: Number of acceptable data     = 50\n",
      "                 Number trimmed                = 0\n",
      "                 Weighted Average              = 0.1246\n",
      "                 Weighted Variance             = 0.0011\n",
      "                 Weighted Transformed Average  = 0.0\n",
      "                 Weighted Transformed Variance = 0.9749\n",
      "Setting up rotation matrices for variogram and search\n",
      "Working on realization number 0\n",
      "   currently on node 0\n",
      "   currently on node 1000\n",
      "   currently on node 2000\n",
      "   currently on node 3000\n",
      "   currently on node 4000\n",
      "   currently on node 5000\n",
      "   currently on node 6000\n",
      "   currently on node 7000\n",
      "   currently on node 8000\n",
      "   currently on node 9000\n",
      "Reassigning data to nodes\n",
      "\n",
      " Realization 0: number   = 10000\n",
      "                                   mean     = 0.0275 (close to 0.0?)\n",
      "                                   variance = 0.634 (close to gammabar(V,V)? approx. 1.0)\n",
      "\n",
      " Data for SGSIM: Number of acceptable data     = 50\n",
      "                 Number trimmed                = 0\n",
      "                 Weighted Average              = 0.1246\n",
      "                 Weighted Variance             = 0.0011\n",
      "                 Weighted Transformed Average  = 0.0\n",
      "                 Weighted Transformed Variance = 0.9749\n",
      "Setting up rotation matrices for variogram and search\n",
      "Working on realization number 0\n",
      "   currently on node 0\n",
      "   currently on node 1000\n",
      "   currently on node 2000\n",
      "   currently on node 3000\n",
      "   currently on node 4000\n",
      "   currently on node 5000\n",
      "   currently on node 6000\n",
      "   currently on node 7000\n",
      "   currently on node 8000\n",
      "   currently on node 9000\n",
      "Reassigning data to nodes\n",
      "\n",
      " Realization 0: number   = 10000\n",
      "                                   mean     = 0.077 (close to 0.0?)\n",
      "                                   variance = 0.6448 (close to gammabar(V,V)? approx. 1.0)\n",
      "\n",
      " Data for SGSIM: Number of acceptable data     = 50\n",
      "                 Number trimmed                = 0\n",
      "                 Weighted Average              = 0.1246\n",
      "                 Weighted Variance             = 0.0011\n",
      "                 Weighted Transformed Average  = 0.0\n",
      "                 Weighted Transformed Variance = 0.9749\n",
      "Setting up rotation matrices for variogram and search\n",
      "Working on realization number 0\n",
      "   currently on node 0\n",
      "   currently on node 1000\n",
      "   currently on node 2000\n",
      "   currently on node 3000\n",
      "   currently on node 4000\n",
      "   currently on node 5000\n",
      "   currently on node 6000\n",
      "   currently on node 7000\n",
      "   currently on node 8000\n",
      "   currently on node 9000\n",
      "Reassigning data to nodes\n",
      "\n",
      " Realization 0: number   = 10000\n",
      "                                   mean     = 0.0321 (close to 0.0?)\n",
      "                                   variance = 0.5769 (close to gammabar(V,V)? approx. 1.0)\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 8 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Demonstration of Multiple Realizations - Long Continuity\n",
    "nx = 100; ny = 100; xsiz = 10.0; ysiz = 10.0; xmn = 5.0; ymn = 5.0; nxdis = 1; nydis = 1\n",
    "ndmin = 0; ndmax = 20; radius = 100; ktype = 0; skmean = 0\n",
    "vario = GSLIB.make_variogram(nug=0.0,nst=1,it1=1,cc1=1.0,azi1=60.0,hmaj1=500,hmin1=500)\n",
    "tmin = -999; tmax = 999\n",
    "\n",
    "sim = geostats.sgsim(df,'X','Y','Porosity',wcol=-1,scol=-1,tmin=tmin,tmax=tmax,itrans=1,ismooth=0,dftrans=0,tcol=0,\n",
    "            twtcol=0,zmin=0.0,zmax=0.3,ltail=1,ltpar=0.0,utail=1,utpar=0.3,nsim=1,\n",
    "            nx=nx,xmn=xmn,xsiz=xsiz,ny=ny,ymn=ymn,ysiz=ysiz,seed=73073,\n",
    "            ndmin=ndmin,ndmax=ndmax,nodmax=20,mults=0,nmult=2,noct=-1,radius=radius,radius1=1,sang1=0,\n",
    "            mxctx=10,mxcty=10,ktype=ktype,colocorr=0.0,sec_map=0,vario=vario)\n",
    "\n",
    "sim2 = geostats.sgsim(df,'X','Y','Porosity',wcol=-1,scol=-1,tmin=tmin,tmax=tmax,itrans=1,ismooth=0,dftrans=0,tcol=0,\n",
    "            twtcol=0,zmin=0.0,zmax=0.3,ltail=1,ltpar=0.0,utail=1,utpar=0.3,nsim=1,\n",
    "            nx=nx,xmn=xmn,xsiz=xsiz,ny=ny,ymn=ymn,ysiz=ysiz,seed=73072,\n",
    "            ndmin=ndmin,ndmax=ndmax,nodmax=20,mults=0,nmult=2,noct=-1,radius=radius,radius1=1,sang1=0,\n",
    "            mxctx=10,mxcty=10,ktype=ktype,colocorr=0.0,sec_map=0,vario=vario)\n",
    "\n",
    "sim3 = geostats.sgsim(df,'X','Y','Porosity',wcol=-1,scol=-1,tmin=tmin,tmax=tmax,itrans=1,ismooth=0,dftrans=0,tcol=0,\n",
    "            twtcol=0,zmin=0.0,zmax=0.3,ltail=1,ltpar=0.0,utail=1,utpar=0.3,nsim=1,\n",
    "            nx=nx,xmn=xmn,xsiz=xsiz,ny=ny,ymn=ymn,ysiz=ysiz,seed=73071,\n",
    "            ndmin=ndmin,ndmax=ndmax,nodmax=20,mults=0,nmult=2,noct=-1,radius=radius,radius1=1,sang1=0,\n",
    "            mxctx=10,mxcty=10,ktype=ktype,colocorr=0.0,sec_map=0,vario=vario)\n",
    "\n",
    "sim4 = geostats.sgsim(df,'X','Y','Porosity',wcol=-1,scol=-1,tmin=tmin,tmax=tmax,itrans=1,ismooth=0,dftrans=0,tcol=0,\n",
    "            twtcol=0,zmin=0.0,zmax=0.3,ltail=1,ltpar=0.0,utail=1,utpar=0.3,nsim=1,\n",
    "            nx=nx,xmn=xmn,xsiz=xsiz,ny=ny,ymn=ymn,ysiz=ysiz,seed=73070,\n",
    "            ndmin=ndmin,ndmax=ndmax,nodmax=20,mults=0,nmult=2,noct=-1,radius=radius,radius1=1,sang1=0,\n",
    "            mxctx=10,mxcty=10,ktype=ktype,colocorr=0.0,sec_map=0,vario=vario)\n",
    "\n",
    "xmin = 0.0; xmax = 1000.0; ymin = 0.0; ymax = 1000.0; cmap = plt.cm.inferno\n",
    "plt.subplot(221)\n",
    "GSLIB.locpix_st(sim,xmin,xmax,ymin,ymax,xsiz,0.05,0.25,df,'X','Y','Porosity','Sequential Gaussian Simulation - Realization 1','X(m)','Y(m)','Porosity',cmap)\n",
    "\n",
    "plt.subplot(222)\n",
    "GSLIB.locpix_st(sim2,xmin,xmax,ymin,ymax,xsiz,0.05,0.25,df,'X','Y','Porosity','Sequential Gaussian Simulation - Realization 2','X(m)','Y(m)','Porosity',cmap)\n",
    "\n",
    "plt.subplot(223)\n",
    "GSLIB.locpix_st(sim3,xmin,xmax,ymin,ymax,xsiz,0.05,0.25,df,'X','Y','Porosity','Sequential Gaussian Simulation - Realization 3','X(m)','Y(m)','Porosity',cmap)\n",
    "\n",
    "plt.subplot(224)\n",
    "GSLIB.locpix_st(sim4,xmin,xmax,ymin,ymax,xsiz,0.05,0.25,df,'X','Y','Porosity','Sequential Gaussian Simulation - Realization 4','X(m)','Y(m)','Porosity',cmap)\n",
    "\n",
    "plt.subplots_adjust(left=0.0, bottom=0.0, right=2.0, top=2.5, wspace=0.2, hspace=0.2)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Sequential Gaussian Simulation - Collocated Cokriging\n",
    "\n",
    "Now let's demonstrate collocated cokriging.  We first calculate a realization of porosity and then collocated cokriging realization of permeability constrained to the porosity realizations."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      " Data for SGSIM: Number of acceptable data     = 50\n",
      "                 Number trimmed                = 0\n",
      "                 Weighted Average              = 0.1246\n",
      "                 Weighted Variance             = 0.0011\n",
      "                 Weighted Transformed Average  = 0.0\n",
      "                 Weighted Transformed Variance = 0.9749\n",
      "Setting up rotation matrices for variogram and search\n",
      "Working on realization number 0\n",
      "   currently on node 0\n",
      "   currently on node 1000\n",
      "   currently on node 2000\n",
      "   currently on node 3000\n",
      "   currently on node 4000\n",
      "   currently on node 5000\n",
      "   currently on node 6000\n",
      "   currently on node 7000\n",
      "   currently on node 8000\n",
      "   currently on node 9000\n",
      "Reassigning data to nodes\n",
      "\n",
      " Realization 0: number   = 10000\n",
      "                                   mean     = 0.0244 (close to 0.0?)\n",
      "                                   variance = 0.9005 (close to gammabar(V,V)? approx. 1.0)\n",
      "\n",
      " Data for SGSIM: Number of acceptable data     = 50\n",
      "                 Number trimmed                = 0\n",
      "                 Weighted Average              = 77.6697\n",
      "                 Weighted Variance             = 23222.4812\n",
      "                 Weighted Transformed Average  = 0.0\n",
      "                 Weighted Transformed Variance = 0.9749\n",
      " Secondary Data: Number of data             = 10000\n",
      "                 Equal Weighted Average     = 0.1258\n",
      "                 Equal Weighted Variance    = 0.0011\n",
      " Transforming Secondary Data with\n",
      " variance reduction of 1.0\n",
      "Setting up rotation matrices for variogram and search\n",
      "Working on realization number 0\n",
      "   currently on node 0\n",
      "   currently on node 1000\n",
      "   currently on node 2000\n",
      "   currently on node 3000\n",
      "   currently on node 4000\n",
      "   currently on node 5000\n",
      "   currently on node 6000\n",
      "   currently on node 7000\n",
      "   currently on node 8000\n",
      "   currently on node 9000\n",
      "Reassigning data to nodes\n",
      "\n",
      " Realization 0: number   = 10000\n",
      "                                   mean     = 0.0014 (close to 0.0?)\n",
      "                                   variance = 0.9535 (close to gammabar(V,V)? approx. 1.0)\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 4 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "nx = 100; ny = 100; xsiz = 10.0; ysiz = 10.0; xmn = 5.0; ymn = 5.0; nxdis = 1; nydis = 1\n",
    "ndmin = 0; ndmax = 20; radius = 100; ktype = 0; skmean = 0\n",
    "vario = GSLIB.make_variogram(nug=0.0,nst=1,it1=1,cc1=1.0,azi1=60.0,hmaj1=100,hmin1=100)\n",
    "tmin = -99999; tmax = 99999\n",
    "\n",
    "trend = np.zeros((ny,nx))\n",
    "for iy in range(0,ny):\n",
    "    for ix in range(0,nx):\n",
    "        trend[iy,ix] = -1*(iy-ny/2)/(ny)*0.03+.127\n",
    "#trend = np.array([[1.0,2.0,3.0],[4.0,5.0,6.0],[7.0,8.0,9.0]]) \n",
    "    \n",
    "sim_por = geostats.sgsim(df,'X','Y','Porosity',wcol=-1,scol=-1,tmin=tmin,tmax=tmax,itrans=1,ismooth=0,dftrans=0,tcol=0,\n",
    "            twtcol=0,zmin=0.0,zmax=0.3,ltail=1,ltpar=0.0,utail=1,utpar=0.3,nsim=1,\n",
    "            nx=nx,xmn=xmn,xsiz=xsiz,ny=ny,ymn=ymn,ysiz=ysiz,seed=73073,\n",
    "            ndmin=ndmin,ndmax=ndmax,nodmax=10,mults=0,nmult=2,noct=-1,radius=radius,radius1=1,sang1=0,\n",
    "            mxctx=10,mxcty=10,ktype=0,colocorr=0.0,sec_map=trend,vario=vario)\n",
    "\n",
    "sim_perm = geostats.sgsim(df,'X','Y','Perm',wcol=-1,scol=-1,tmin=tmin,tmax=tmax,itrans=1,ismooth=0,dftrans=0,tcol=0,\n",
    "            twtcol=0,zmin=0.0,zmax=1000.0,ltail=1,ltpar=0.0,utail=1,utpar=1000.0,nsim=1,\n",
    "            nx=nx,xmn=xmn,xsiz=xsiz,ny=ny,ymn=ymn,ysiz=ysiz,seed=73075,\n",
    "            ndmin=ndmin,ndmax=ndmax,nodmax=10,mults=0,nmult=2,noct=-1,radius=radius,radius1=1,sang1=0,\n",
    "            mxctx=10,mxcty=10,ktype=4,colocorr=0.9,sec_map=sim_por,vario=vario)\n",
    "\n",
    "xmin = 0.0; xmax = 1000.0; ymin = 0.0; ymax = 1000.0; cmap = plt.cm.inferno\n",
    "plt.subplot(121)\n",
    "GSLIB.locpix_st(sim_por,xmin,xmax,ymin,ymax,xsiz,0.0,0.250,df,'X','Y','Porosity','Sequential Gaussian Simulation','X(m)','Y(m)','Porosity',cmap)\n",
    "sim_log_perm = np.log(sim_perm.clip(0.0001,1200))\n",
    "plt.subplot(122)\n",
    "GSLIB.locpix_st(sim_log_perm,xmin,xmax,ymin,ymax,xsiz,-5.0,10,df,'X','Y','logPerm','Sequential Gaussian Simulation Collocated Cokriging','X(m)','Y(m)','Permeabilty Log(mD)',cmap)\n",
    "plt.subplots_adjust(left=0.0, bottom=0.0, right=2.0, top=1.2, wspace=0.2, hspace=0.2)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Comments\n",
    "\n",
    "This was a basic demonstration of spatial simulation. I know the simulation program is rough and the code needs some clean up, but we are getting to the point where we have a function package for Geostatistics in Python.  \n",
    "\n",
    "Much more could be done, I have other demonstrations on the basics of working with DataFrames, ndarrays, univariate statistics, plotting data, declustering, data transformations and many other workflows available at https://github.com/GeostatsGuy/PythonNumericalDemos and https://github.com/GeostatsGuy/GeostatsPy. \n",
    "  \n",
    "I hope this was helpful,\n",
    "\n",
    "*Michael*\n",
    "\n",
    "#### The Author:\n",
    "\n",
    "### Michael Pyrcz, Associate Professor, University of Texas at Austin \n",
    "*Novel Data Analytics, Geostatistics and Machine Learning Subsurface Solutions*\n",
    "\n",
    "With over 17 years of experience in subsurface consulting, research and development, Michael has returned to academia driven by his passion for teaching and enthusiasm for enhancing engineers' and geoscientists' impact in subsurface resource development. \n",
    "\n",
    "For more about Michael check out these links:\n",
    "\n",
    "#### [Twitter](https://twitter.com/geostatsguy) | [GitHub](https://github.com/GeostatsGuy) | [Website](http://michaelpyrcz.com) | [GoogleScholar](https://scholar.google.com/citations?user=QVZ20eQAAAAJ&hl=en&oi=ao) | [Book](https://www.amazon.com/Geostatistical-Reservoir-Modeling-Michael-Pyrcz/dp/0199731446) | [YouTube](https://www.youtube.com/channel/UCLqEr-xV-ceHdXXXrTId5ig)  | [LinkedIn](https://www.linkedin.com/in/michael-pyrcz-61a648a1)\n",
    "\n",
    "#### Want to Work Together?\n",
    "\n",
    "I hope this content is helpful to those that want to learn more about subsurface modeling, data analytics and machine learning. Students and working professionals are welcome to participate.\n",
    "\n",
    "* Want to invite me to visit your company for training, mentoring, project review, workflow design and / or consulting? I'd be happy to drop by and work with you! \n",
    "\n",
    "* Interested in partnering, supporting my graduate student research or my Subsurface Data Analytics and Machine Learning consortium (co-PIs including Profs. Foster, Torres-Verdin and van Oort)? My research combines data analytics, stochastic modeling and machine learning theory with practice to develop novel methods and workflows to add value. We are solving challenging subsurface problems!\n",
    "\n",
    "* I can be reached at mpyrcz@austin.utexas.edu.\n",
    "\n",
    "I'm always happy to discuss,\n",
    "\n",
    "*Michael*\n",
    "\n",
    "Michael Pyrcz, Ph.D., P.Eng. Associate Professor The Hildebrand Department of Petroleum and Geosystems Engineering, Bureau of Economic Geology, The Jackson School of Geosciences, The University of Texas at Austin\n",
    "\n",
    "#### More Resources Available at: [Twitter](https://twitter.com/geostatsguy) | [GitHub](https://github.com/GeostatsGuy) | [Website](http://michaelpyrcz.com) | [GoogleScholar](https://scholar.google.com/citations?user=QVZ20eQAAAAJ&hl=en&oi=ao) | [Book](https://www.amazon.com/Geostatistical-Reservoir-Modeling-Michael-Pyrcz/dp/0199731446) | [YouTube](https://www.youtube.com/channel/UCLqEr-xV-ceHdXXXrTId5ig)  | [LinkedIn](https://www.linkedin.com/in/michael-pyrcz-61a648a1)\n"
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